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Towards a behavioural system dynamics: Exploring its scope and delineating its promise

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  • Lane, David C.
  • Rouwette, Etiënne A.J.A.

Abstract

Attempts to examine so-called ‘behavioural effects’ have reached into many different fields and are in full sway across OR. This paper considers whether this can be applied to System Dynamics modelling in a useful way. The idea is that humans frequently do not employ strict rationality in their daily lives but make errors and are subject to fallacies. This can shed light on the cognitive and human interaction aspects of the process and outcomes of modelling. The paper first raises concerns about the current state of ‘Behavioural OR’ – BOR. To refocus the underlying ideas it then returns to the Decision Theory roots, takes a broader view using an illustration from the history of science and then builds on work which first proposed a link to System Dynamics (SD). The core of the paper then explores in depth how behavioural ideas apply to SD. This is done using examples dealing with complex systems in a ‘naïve’ versus a ‘sophisticated’ way, and then using a mind map. It then offers a new and detailed framework of the stages of an SD-based intervention, indicating the presence of behavioural effects and providing a fine-grained discussion of those effects as they apply to SD. It builds on this by proposing a definition of ‘Behavioural System Dynamics’ (BehSD) in terms of its perspective on phenomena, five new, constitutive axioms, and its potential for improving practice. The paper closes by reprising the nature and potential of ‘BehSD’ and by sketching how research that adopts this perspective might go forward.

Suggested Citation

  • Lane, David C. & Rouwette, Etiënne A.J.A., 2023. "Towards a behavioural system dynamics: Exploring its scope and delineating its promise," European Journal of Operational Research, Elsevier, vol. 306(2), pages 777-794.
    • Handle: RePEc:eee:ejores:v:306:y:2023:i:2:p:777-794
    DOI: 10.1016/j.ejor.2022.08.017
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    as
    1. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    2. David C. Lane & Birgit Kopainsky & David C. Lane, 2017. "‘Behavioural System Dynamics’: A Very Tentative and Slightly Sceptical Map of the Territory," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(4), pages 414-423, July.
    3. Hugh J. Miser, 1963. "Operations Research in Perspective," Operations Research, INFORMS, vol. 11(5), pages 669-677, October.
    4. Tony Tinker & Tony Lowe, 1984. "One-Dimensional Management Science: The Making of a Technocratic Consciousness," Interfaces, INFORMS, vol. 14(2), pages 40-56, April.
    5. Strohhecker, Jürgen & Leyer, Michael, 2019. "How stock-flow failure and general cognitive ability impact performance in operational dynamic control tasks," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1044-1055.
    6. James Rogers & Edward J. Gallaher & David Dingli, 2018. "Personalized ESA doses for anemia management in hemodialysis patients with end‐stage renal disease," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 121-153, January.
    7. Rogelio Oliva, 2016. "Structural dominance analysis of large and stochastic models," System Dynamics Review, System Dynamics Society, vol. 32(1), pages 26-51, January.
    8. Becker, Kai Helge, 2016. "An outlook on behavioural OR – Three tasks, three pitfalls, one definition," European Journal of Operational Research, Elsevier, vol. 249(3), pages 806-815.
    9. John D. W. Morecroft, 1984. "Strategy support models," Strategic Management Journal, Wiley Blackwell, vol. 5(3), pages 215-229, July.
    10. Franco, L. Alberto & Montibeller, Gilberto, 2010. "Facilitated modelling in operational research," European Journal of Operational Research, Elsevier, vol. 205(3), pages 489-500, September.
    11. Eden, Colin & Sims, David & Jones, Sue, 1979. "Policy analysis and organizational politics," European Journal of Operational Research, Elsevier, vol. 3(3), pages 207-215, May.
    12. Lane, David C., 1992. "Modelling as learning: A consultancy methodology for enhancing learning in management teams," European Journal of Operational Research, Elsevier, vol. 59(1), pages 64-84, May.
    13. Jackson, MC, 1987. "Present positions and future prospects in management science," Omega, Elsevier, vol. 15(6), pages 455-466.
    14. Niyousha Hosseinichimeh & Hazhir Rahmandad & Mohammad S. Jalali & Andrea K. Wittenborn, 2016. "Estimating the parameters of system dynamics models using indirect inference," System Dynamics Review, System Dynamics Society, vol. 32(2), pages 154-178, April.
    15. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    16. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    17. Jair Andrade & Jim Duggan, 2021. "A Bayesian approach to calibrate system dynamics models using Hamiltonian Monte Carlo," System Dynamics Review, System Dynamics Society, vol. 37(4), pages 283-309, October.
    18. Cronin, Matthew A. & Gonzalez, Cleotilde & Sterman, John D., 2009. "Why don't well-educated adults understand accumulation? A challenge to researchers, educators, and citizens," Organizational Behavior and Human Decision Processes, Elsevier, vol. 108(1), pages 116-130, January.
    19. C. West Churchman, 1970. "Operations Research as a Profession," Management Science, INFORMS, vol. 17(2), pages 37-53, October.
    20. Lane, David C. & Oliva, Rogelio, 1998. "The greater whole: Towards a synthesis of system dynamics and soft systems methodology," European Journal of Operational Research, Elsevier, vol. 107(1), pages 214-235, May.
    21. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    22. Hämäläinen, Raimo P. & Luoma, Jukka & Saarinen, Esa, 2013. "On the importance of behavioral operational research: The case of understanding and communicating about dynamic systems," European Journal of Operational Research, Elsevier, vol. 228(3), pages 623-634.
    23. Vernon L. Smith, 1962. "An Experimental Study of Competitive Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 70(2), pages 111-111.
    24. Russell L. Ackoff, 1981. "The Art and Science of Mess Management," Interfaces, INFORMS, vol. 11(1), pages 20-26, February.
    25. Chai, Junyi, 2021. "A model of ambition, aspiration and happiness," European Journal of Operational Research, Elsevier, vol. 288(2), pages 692-702.
    26. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    27. Brocklesby, John, 2016. "The what, the why and the how of behavioural operational research—An invitation to potential sceptics," European Journal of Operational Research, Elsevier, vol. 249(3), pages 796-805.
    28. Arash Baghaei Lakeh & Navid Ghaffarzadegan, 2015. "Does analytical thinking improve understanding of accumulation?," System Dynamics Review, System Dynamics Society, vol. 31(1-2), pages 46-65, January.
    29. Paulo Gonçalves & Mohammad Moshtari, 2021. "The impact of information visibility on ordering dynamics in a supply chain: a behavioral perspective," System Dynamics Review, System Dynamics Society, vol. 37(2-3), pages 126-154, April.
    30. Arash Baghaei Lakeh & Navid Ghaffarzadegan & Luis Luna-Reyes, 2016. "The dual-process theory and understanding of stocks and flows," System Dynamics Review, System Dynamics Society, vol. 32(3-4), pages 309-331, July.
    31. Robin M. Hogarth & Spyros Makridakis, 1981. "Forecasting and Planning: An Evaluation," Management Science, INFORMS, vol. 27(2), pages 115-138, February.
    32. Shefrin, Hersh & Statman, Meir, 1985. "The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence," Journal of Finance, American Finance Association, vol. 40(3), pages 777-790, July.
    33. Onur Özgün & Yaman Barlas, 2015. "Effects of systemic complexity factors on task difficulty in a stock management game," System Dynamics Review, System Dynamics Society, vol. 31(3), pages 115-146, July.
    34. Morecroft, John D. W., 1988. "System dynamics and microworlds for policymakers," European Journal of Operational Research, Elsevier, vol. 35(3), pages 301-320, June.
    35. Forrester, Jay W., 1987. "Nonlinearity in high-order models of social systems," European Journal of Operational Research, Elsevier, vol. 30(2), pages 104-109, June.
    36. D F Andersen & J A M Vennix & G P Richardson & E A J A Rouwette, 2007. "Group model building: problem structuring, policy simulation and decision support," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(5), pages 691-694, May.
    37. Larsen, Erik R. & Morecroft, John D. W. & Thomsen, Jesper S., 1999. "Complex behaviour in a production-distribution model," European Journal of Operational Research, Elsevier, vol. 119(1), pages 61-74, November.
    38. John D. Sterman, 1989. "Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment," Management Science, INFORMS, vol. 35(3), pages 321-339, March.
    39. Franco, L. Alberto & Hämäläinen, Raimo P. & Rouwette, Etiënne A.J.A. & Leppänen, Ilkka, 2021. "Taking stock of behavioural OR: A review of behavioural studies with an intervention focus," European Journal of Operational Research, Elsevier, vol. 293(2), pages 401-418.
    40. Thaler, Richard, 1980. "Toward a positive theory of consumer choice," Journal of Economic Behavior & Organization, Elsevier, vol. 1(1), pages 39-60, March.
    41. Jay W. Forrester, 1968. "Industrial Dynamics--A Response to Ansoff and Slevin," Management Science, INFORMS, vol. 14(9), pages 601-618, May.
    42. Florian Kapmeier & Roland Maximilian Happach & Meike Tilebein, 2017. "Bathtub Dynamics Revisited: An Examination of Déformation Professionelle in Higher Education," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(3), pages 227-249, May.
    43. Hendrik Stouten & Andreas Größler, 2017. "Task Complexity in Individual Stock Control Tasks for Laboratory Experiments on Human Understanding of Dynamic Systems," Systems Research and Behavioral Science, Wiley Blackwell, vol. 34(1), pages 62-77, January.
    44. Sterman, John D., 1989. "Misperceptions of feedback in dynamic decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 43(3), pages 301-335, June.
    45. O'Keefe, Robert M., 2016. "Experimental behavioural research in operational research: What we know and what we might come to know," European Journal of Operational Research, Elsevier, vol. 249(3), pages 899-907.
    46. Forrester, Jay W., 1992. "Policies, decisions and information sources for modeling," European Journal of Operational Research, Elsevier, vol. 59(1), pages 42-63, May.
    47. Sharp, J. A. & Price, D. H. R., 1984. "System dynamics and operational research: An appraisal," European Journal of Operational Research, Elsevier, vol. 16(1), pages 1-12, April.
    48. Kristan Cockerill & Lacy Daniel & Leonard Malczynski & Vincent Tidwell, 2009. "A fresh look at a policy sciences methodology: collaborative modeling for more effective policy," Policy Sciences, Springer;Society of Policy Sciences, vol. 42(3), pages 211-225, August.
    49. Laure Cabantous & Jean-Pascal Gond, 2011. "Rational Decision Making as Performative Praxis: Explaining Rationality's Éternel Retour," Organization Science, INFORMS, vol. 22(3), pages 573-586, June.
    50. Morecroft, John DW, 1983. "System dynamics: Portraying bounded rationality," Omega, Elsevier, vol. 11(2), pages 131-142.
    51. Sterman, John., 1994. "Learning in and about complex systems," Working papers 3660-94., Massachusetts Institute of Technology (MIT), Sloan School of Management.
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